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On Using Sum-Product Networks For Multi-Label Classification

Jan 1, 2017

Modeling Markov Decision Processes with Imprecise Probabilities Using Probabilistic Logic Programming

Jan 1, 2017

Credal Sum-Product Networks

Jan 1, 2017

Closed-Form Solutions in Learning Probabilistic Logic Programs by Exact Score Maximization

Jan 1, 2017

Approximation Complexity of Maximum A Posteriori Inference in Sum-Product Networks

Jan 1, 2017

The Well-Founded Semantics of Cyclic Probabilistic Logic Programs

Jan 1, 2016

The structure and complexity of credal semantics

Jan 1, 2016

The Effect of Combination Functions on the Complexity of Relational Bayesian Networks

Jan 1, 2016

Probabilistic Graphical Models Specified by Probabilistic Logic Programs: Semantics and Complexity

Jan 1, 2016

Markov Decision Processes Specified by Probabilistic Logic Programming: Representation and Solution

Jan 1, 2016